Plot table function objects with ggplot?

Question

I've got this data:

table(main$Sex1,main$District)

        Bahawalnagar Barkhan Chiniot  Faisalabad Ghotki 
Female    37           16       26       97         46          
Male      25           19       15       20         25 

I can plot it with base R

barplot(table(main$Sex1,main$District))

So my question is, how can I do this with ggplot2? Thanks

Answer 1

ggplot(as.data.frame(table(main$Sex1,main$District)), aes(Var1, Freq, fill=Var2)) + 
  geom_bar(stat="identity")

table class is long, but it prints in a special way, and ggplot doesn't know how to handle it. If you pass it with as.data.frame it will be perfectly manageable by ggplot.